{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Entity</th>\n",
       "      <th>Code</th>\n",
       "      <th>Year</th>\n",
       "      <th>Prevalence - Depressive disorders - Sex: Both - Age: Age-standardized (Percent) (%)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AFG</td>\n",
       "      <td>1990</td>\n",
       "      <td>4.071831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AFG</td>\n",
       "      <td>1991</td>\n",
       "      <td>4.079531</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AFG</td>\n",
       "      <td>1992</td>\n",
       "      <td>4.088358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AFG</td>\n",
       "      <td>1993</td>\n",
       "      <td>4.096190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AFG</td>\n",
       "      <td>1994</td>\n",
       "      <td>4.099582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6463</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZWE</td>\n",
       "      <td>2013</td>\n",
       "      <td>3.128192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6464</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZWE</td>\n",
       "      <td>2014</td>\n",
       "      <td>3.140290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6465</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZWE</td>\n",
       "      <td>2015</td>\n",
       "      <td>3.155710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6466</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZWE</td>\n",
       "      <td>2016</td>\n",
       "      <td>3.174134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6467</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZWE</td>\n",
       "      <td>2017</td>\n",
       "      <td>3.192789</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6468 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Entity Code  Year  \\\n",
       "0     Afghanistan  AFG  1990   \n",
       "1     Afghanistan  AFG  1991   \n",
       "2     Afghanistan  AFG  1992   \n",
       "3     Afghanistan  AFG  1993   \n",
       "4     Afghanistan  AFG  1994   \n",
       "...           ...  ...   ...   \n",
       "6463     Zimbabwe  ZWE  2013   \n",
       "6464     Zimbabwe  ZWE  2014   \n",
       "6465     Zimbabwe  ZWE  2015   \n",
       "6466     Zimbabwe  ZWE  2016   \n",
       "6467     Zimbabwe  ZWE  2017   \n",
       "\n",
       "      Prevalence - Depressive disorders - Sex: Both - Age: Age-standardized (Percent) (%)  \n",
       "0                                              4.071831                                    \n",
       "1                                              4.079531                                    \n",
       "2                                              4.088358                                    \n",
       "3                                              4.096190                                    \n",
       "4                                              4.099582                                    \n",
       "...                                                 ...                                    \n",
       "6463                                           3.128192                                    \n",
       "6464                                           3.140290                                    \n",
       "6465                                           3.155710                                    \n",
       "6466                                           3.174134                                    \n",
       "6467                                           3.192789                                    \n",
       "\n",
       "[6468 rows x 4 columns]"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import csv,os\n",
    "from pyecharts.charts import Bar,Tab,Line,Map,Timeline,Grid,Scatter\n",
    "from pyecharts import options as opts\n",
    "import pandas as pd\n",
    "dps_p = pd.read_csv('share-with-depression.csv',encoding = 'utf8')\n",
    "dps_p"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Afghanistan', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Albania', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'Algeria', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'American Samoa', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin America', 'Andean Latin 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'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Antigua and Barbuda', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Argentina', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Armenia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australasia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Australia', 'Austria', 'Austria', 'Austria', 'Austria', 'Austria', 'Austria', 'Austria', 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'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Benin', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bermuda', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bhutan', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bolivia', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Bosnia and Herzegovina', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Botswana', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brazil', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Brunei', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Bulgaria', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burkina Faso', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Burundi', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cambodia', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Cameroon', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Canada', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Cape Verde', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Caribbean', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central African Republic', 'Central 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Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sub-Saharan Africa', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Sudan', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Suriname', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Swaziland', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Sweden', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Switzerland', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Syria', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Taiwan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tajikistan', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Tanzania', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Thailand', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Timor', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Togo', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Tonga', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Trinidad and Tobago', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tropical Latin America', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Tunisia', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkey', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Turkmenistan', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Uganda', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'Ukraine', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Arab Emirates', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United Kingdom', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'United States Virgin Islands', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uruguay', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Uzbekistan', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Vanuatu', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Venezuela', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Vietnam', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Wales', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Europe', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'Western Sub-Saharan Africa', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'World', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Yemen', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zambia', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe', 'Zimbabwe']\n"
     ]
    }
   ],
   "source": [
    "countrydata=dps_p['Entity'].to_list()\n",
    "print(countrydata)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [],
   "source": [
    "dps=dps_p.drop(columns=[\"Code\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "dp=dps.rename(columns={'Prevalence - Depressive disorders - Sex: Both - Age: Age-standardized (Percent) (%)':'precent'})\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>precent</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Entity</th>\n",
       "      <th>Year</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">Afghanistan</th>\n",
       "      <th>1990</th>\n",
       "      <td>4.071831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991</th>\n",
       "      <td>4.079531</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1992</th>\n",
       "      <td>4.088358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1993</th>\n",
       "      <td>4.096190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1994</th>\n",
       "      <td>4.099582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">Zimbabwe</th>\n",
       "      <th>2013</th>\n",
       "      <td>3.128192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014</th>\n",
       "      <td>3.140290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>3.155710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016</th>\n",
       "      <td>3.174134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017</th>\n",
       "      <td>3.192789</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6468 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                   precent\n",
       "Entity      Year          \n",
       "Afghanistan 1990  4.071831\n",
       "            1991  4.079531\n",
       "            1992  4.088358\n",
       "            1993  4.096190\n",
       "            1994  4.099582\n",
       "...                    ...\n",
       "Zimbabwe    2013  3.128192\n",
       "            2014  3.140290\n",
       "            2015  3.155710\n",
       "            2016  3.174134\n",
       "            2017  3.192789\n",
       "\n",
       "[6468 rows x 1 columns]"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dp.set_index([\"Entity\", \"Year\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [],
   "source": [
    "two_level_index_series = dp[\"precent\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Entity</th>\n",
       "      <th>precent</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Year</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1990</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>4.071831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>4.079531</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1992</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>4.088358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1993</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>4.096190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1994</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>4.099582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2013</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>3.128192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>3.140290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>3.155710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>3.174134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>3.192789</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6468 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Entity   precent\n",
       "Year                       \n",
       "1990  Afghanistan  4.071831\n",
       "1991  Afghanistan  4.079531\n",
       "1992  Afghanistan  4.088358\n",
       "1993  Afghanistan  4.096190\n",
       "1994  Afghanistan  4.099582\n",
       "...           ...       ...\n",
       "2013     Zimbabwe  3.128192\n",
       "2014     Zimbabwe  3.140290\n",
       "2015     Zimbabwe  3.155710\n",
       "2016     Zimbabwe  3.174134\n",
       "2017     Zimbabwe  3.192789\n",
       "\n",
       "[6468 rows x 2 columns]"
      ]
     },
     "execution_count": 113,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dp.set_index(\"Year\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Year</th>\n",
       "      <th>1990</th>\n",
       "      <th>1991</th>\n",
       "      <th>1992</th>\n",
       "      <th>1993</th>\n",
       "      <th>1994</th>\n",
       "      <th>1995</th>\n",
       "      <th>1996</th>\n",
       "      <th>1997</th>\n",
       "      <th>1998</th>\n",
       "      <th>1999</th>\n",
       "      <th>...</th>\n",
       "      <th>2008</th>\n",
       "      <th>2009</th>\n",
       "      <th>2010</th>\n",
       "      <th>2011</th>\n",
       "      <th>2012</th>\n",
       "      <th>2013</th>\n",
       "      <th>2014</th>\n",
       "      <th>2015</th>\n",
       "      <th>2016</th>\n",
       "      <th>2017</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Entity</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Afghanistan</th>\n",
       "      <td>4.071831</td>\n",
       "      <td>4.079531</td>\n",
       "      <td>4.088358</td>\n",
       "      <td>4.096190</td>\n",
       "      <td>4.099582</td>\n",
       "      <td>4.104207</td>\n",
       "      <td>4.107500</td>\n",
       "      <td>4.110834</td>\n",
       "      <td>4.114438</td>\n",
       "      <td>4.117633</td>\n",
       "      <td>...</td>\n",
       "      <td>4.129656</td>\n",
       "      <td>4.129972</td>\n",
       "      <td>4.130874</td>\n",
       "      <td>4.130862</td>\n",
       "      <td>4.132485</td>\n",
       "      <td>4.134661</td>\n",
       "      <td>4.133526</td>\n",
       "      <td>4.135419</td>\n",
       "      <td>4.135694</td>\n",
       "      <td>4.136347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Albania</th>\n",
       "      <td>2.139903</td>\n",
       "      <td>2.141201</td>\n",
       "      <td>2.143395</td>\n",
       "      <td>2.145263</td>\n",
       "      <td>2.150070</td>\n",
       "      <td>2.154413</td>\n",
       "      <td>2.161320</td>\n",
       "      <td>2.170218</td>\n",
       "      <td>2.179530</td>\n",
       "      <td>2.188802</td>\n",
       "      <td>...</td>\n",
       "      <td>2.210642</td>\n",
       "      <td>2.206033</td>\n",
       "      <td>2.203342</td>\n",
       "      <td>2.202291</td>\n",
       "      <td>2.202192</td>\n",
       "      <td>2.203098</td>\n",
       "      <td>2.203684</td>\n",
       "      <td>2.204454</td>\n",
       "      <td>2.206507</td>\n",
       "      <td>2.208414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Algeria</th>\n",
       "      <td>3.732597</td>\n",
       "      <td>3.717979</td>\n",
       "      <td>3.706706</td>\n",
       "      <td>3.694652</td>\n",
       "      <td>3.685278</td>\n",
       "      <td>3.679253</td>\n",
       "      <td>3.674471</td>\n",
       "      <td>3.669570</td>\n",
       "      <td>3.666011</td>\n",
       "      <td>3.661700</td>\n",
       "      <td>...</td>\n",
       "      <td>3.625686</td>\n",
       "      <td>3.616783</td>\n",
       "      <td>3.613148</td>\n",
       "      <td>3.615173</td>\n",
       "      <td>3.616605</td>\n",
       "      <td>3.622467</td>\n",
       "      <td>3.629490</td>\n",
       "      <td>3.636962</td>\n",
       "      <td>3.647817</td>\n",
       "      <td>3.661094</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>American Samoa</th>\n",
       "      <td>2.944230</td>\n",
       "      <td>2.942832</td>\n",
       "      <td>2.941261</td>\n",
       "      <td>2.942125</td>\n",
       "      <td>2.942031</td>\n",
       "      <td>2.942752</td>\n",
       "      <td>2.943978</td>\n",
       "      <td>2.945117</td>\n",
       "      <td>2.944902</td>\n",
       "      <td>2.946838</td>\n",
       "      <td>...</td>\n",
       "      <td>2.937491</td>\n",
       "      <td>2.937727</td>\n",
       "      <td>2.937276</td>\n",
       "      <td>2.937032</td>\n",
       "      <td>2.936882</td>\n",
       "      <td>2.937610</td>\n",
       "      <td>2.937324</td>\n",
       "      <td>2.936809</td>\n",
       "      <td>2.937781</td>\n",
       "      <td>2.939668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Andean Latin America</th>\n",
       "      <td>2.621781</td>\n",
       "      <td>2.631717</td>\n",
       "      <td>2.639932</td>\n",
       "      <td>2.646096</td>\n",
       "      <td>2.651022</td>\n",
       "      <td>2.654853</td>\n",
       "      <td>2.655507</td>\n",
       "      <td>2.651463</td>\n",
       "      <td>2.647156</td>\n",
       "      <td>2.641998</td>\n",
       "      <td>...</td>\n",
       "      <td>2.612098</td>\n",
       "      <td>2.607964</td>\n",
       "      <td>2.605637</td>\n",
       "      <td>2.605285</td>\n",
       "      <td>2.604584</td>\n",
       "      <td>2.605180</td>\n",
       "      <td>2.604564</td>\n",
       "      <td>2.605462</td>\n",
       "      <td>2.606721</td>\n",
       "      <td>2.610385</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Western Sub-Saharan Africa</th>\n",
       "      <td>3.688272</td>\n",
       "      <td>3.678312</td>\n",
       "      <td>3.672422</td>\n",
       "      <td>3.668460</td>\n",
       "      <td>3.666975</td>\n",
       "      <td>3.666990</td>\n",
       "      <td>3.677090</td>\n",
       "      <td>3.700782</td>\n",
       "      <td>3.729319</td>\n",
       "      <td>3.754058</td>\n",
       "      <td>...</td>\n",
       "      <td>3.798017</td>\n",
       "      <td>3.814276</td>\n",
       "      <td>3.823527</td>\n",
       "      <td>3.823984</td>\n",
       "      <td>3.818607</td>\n",
       "      <td>3.805780</td>\n",
       "      <td>3.787750</td>\n",
       "      <td>3.762850</td>\n",
       "      <td>3.733871</td>\n",
       "      <td>3.699654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>World</th>\n",
       "      <td>3.541656</td>\n",
       "      <td>3.545953</td>\n",
       "      <td>3.549090</td>\n",
       "      <td>3.550657</td>\n",
       "      <td>3.550852</td>\n",
       "      <td>3.548757</td>\n",
       "      <td>3.545771</td>\n",
       "      <td>3.542639</td>\n",
       "      <td>3.539295</td>\n",
       "      <td>3.536604</td>\n",
       "      <td>...</td>\n",
       "      <td>3.475210</td>\n",
       "      <td>3.454304</td>\n",
       "      <td>3.444114</td>\n",
       "      <td>3.442548</td>\n",
       "      <td>3.441271</td>\n",
       "      <td>3.440182</td>\n",
       "      <td>3.439698</td>\n",
       "      <td>3.439238</td>\n",
       "      <td>3.439675</td>\n",
       "      <td>3.441087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yemen</th>\n",
       "      <td>3.963537</td>\n",
       "      <td>3.971610</td>\n",
       "      <td>3.978931</td>\n",
       "      <td>3.986823</td>\n",
       "      <td>3.990333</td>\n",
       "      <td>3.994066</td>\n",
       "      <td>3.996324</td>\n",
       "      <td>3.998025</td>\n",
       "      <td>4.000884</td>\n",
       "      <td>4.003533</td>\n",
       "      <td>...</td>\n",
       "      <td>4.017453</td>\n",
       "      <td>4.018842</td>\n",
       "      <td>4.019585</td>\n",
       "      <td>4.020309</td>\n",
       "      <td>4.020546</td>\n",
       "      <td>4.020945</td>\n",
       "      <td>4.018785</td>\n",
       "      <td>4.017056</td>\n",
       "      <td>4.015950</td>\n",
       "      <td>4.012346</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zambia</th>\n",
       "      <td>3.565275</td>\n",
       "      <td>3.589068</td>\n",
       "      <td>3.606755</td>\n",
       "      <td>3.618807</td>\n",
       "      <td>3.626772</td>\n",
       "      <td>3.629180</td>\n",
       "      <td>3.617548</td>\n",
       "      <td>3.591500</td>\n",
       "      <td>3.558668</td>\n",
       "      <td>3.528517</td>\n",
       "      <td>...</td>\n",
       "      <td>3.505341</td>\n",
       "      <td>3.498901</td>\n",
       "      <td>3.497006</td>\n",
       "      <td>3.500889</td>\n",
       "      <td>3.512903</td>\n",
       "      <td>3.529947</td>\n",
       "      <td>3.552409</td>\n",
       "      <td>3.576608</td>\n",
       "      <td>3.608843</td>\n",
       "      <td>3.641811</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zimbabwe</th>\n",
       "      <td>3.040364</td>\n",
       "      <td>3.060225</td>\n",
       "      <td>3.077426</td>\n",
       "      <td>3.089601</td>\n",
       "      <td>3.100224</td>\n",
       "      <td>3.107312</td>\n",
       "      <td>3.105739</td>\n",
       "      <td>3.094765</td>\n",
       "      <td>3.083283</td>\n",
       "      <td>3.074554</td>\n",
       "      <td>...</td>\n",
       "      <td>3.103491</td>\n",
       "      <td>3.102520</td>\n",
       "      <td>3.105459</td>\n",
       "      <td>3.109526</td>\n",
       "      <td>3.118072</td>\n",
       "      <td>3.128192</td>\n",
       "      <td>3.140290</td>\n",
       "      <td>3.155710</td>\n",
       "      <td>3.174134</td>\n",
       "      <td>3.192789</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>231 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Year                            1990      1991      1992      1993      1994  \\\n",
       "Entity                                                                         \n",
       "Afghanistan                 4.071831  4.079531  4.088358  4.096190  4.099582   \n",
       "Albania                     2.139903  2.141201  2.143395  2.145263  2.150070   \n",
       "Algeria                     3.732597  3.717979  3.706706  3.694652  3.685278   \n",
       "American Samoa              2.944230  2.942832  2.941261  2.942125  2.942031   \n",
       "Andean Latin America        2.621781  2.631717  2.639932  2.646096  2.651022   \n",
       "...                              ...       ...       ...       ...       ...   \n",
       "Western Sub-Saharan Africa  3.688272  3.678312  3.672422  3.668460  3.666975   \n",
       "World                       3.541656  3.545953  3.549090  3.550657  3.550852   \n",
       "Yemen                       3.963537  3.971610  3.978931  3.986823  3.990333   \n",
       "Zambia                      3.565275  3.589068  3.606755  3.618807  3.626772   \n",
       "Zimbabwe                    3.040364  3.060225  3.077426  3.089601  3.100224   \n",
       "\n",
       "Year                            1995      1996      1997      1998      1999  \\\n",
       "Entity                                                                         \n",
       "Afghanistan                 4.104207  4.107500  4.110834  4.114438  4.117633   \n",
       "Albania                     2.154413  2.161320  2.170218  2.179530  2.188802   \n",
       "Algeria                     3.679253  3.674471  3.669570  3.666011  3.661700   \n",
       "American Samoa              2.942752  2.943978  2.945117  2.944902  2.946838   \n",
       "Andean Latin America        2.654853  2.655507  2.651463  2.647156  2.641998   \n",
       "...                              ...       ...       ...       ...       ...   \n",
       "Western Sub-Saharan Africa  3.666990  3.677090  3.700782  3.729319  3.754058   \n",
       "World                       3.548757  3.545771  3.542639  3.539295  3.536604   \n",
       "Yemen                       3.994066  3.996324  3.998025  4.000884  4.003533   \n",
       "Zambia                      3.629180  3.617548  3.591500  3.558668  3.528517   \n",
       "Zimbabwe                    3.107312  3.105739  3.094765  3.083283  3.074554   \n",
       "\n",
       "Year                        ...      2008      2009      2010      2011  \\\n",
       "Entity                      ...                                           \n",
       "Afghanistan                 ...  4.129656  4.129972  4.130874  4.130862   \n",
       "Albania                     ...  2.210642  2.206033  2.203342  2.202291   \n",
       "Algeria                     ...  3.625686  3.616783  3.613148  3.615173   \n",
       "American Samoa              ...  2.937491  2.937727  2.937276  2.937032   \n",
       "Andean Latin America        ...  2.612098  2.607964  2.605637  2.605285   \n",
       "...                         ...       ...       ...       ...       ...   \n",
       "Western Sub-Saharan Africa  ...  3.798017  3.814276  3.823527  3.823984   \n",
       "World                       ...  3.475210  3.454304  3.444114  3.442548   \n",
       "Yemen                       ...  4.017453  4.018842  4.019585  4.020309   \n",
       "Zambia                      ...  3.505341  3.498901  3.497006  3.500889   \n",
       "Zimbabwe                    ...  3.103491  3.102520  3.105459  3.109526   \n",
       "\n",
       "Year                            2012      2013      2014      2015      2016  \\\n",
       "Entity                                                                         \n",
       "Afghanistan                 4.132485  4.134661  4.133526  4.135419  4.135694   \n",
       "Albania                     2.202192  2.203098  2.203684  2.204454  2.206507   \n",
       "Algeria                     3.616605  3.622467  3.629490  3.636962  3.647817   \n",
       "American Samoa              2.936882  2.937610  2.937324  2.936809  2.937781   \n",
       "Andean Latin America        2.604584  2.605180  2.604564  2.605462  2.606721   \n",
       "...                              ...       ...       ...       ...       ...   \n",
       "Western Sub-Saharan Africa  3.818607  3.805780  3.787750  3.762850  3.733871   \n",
       "World                       3.441271  3.440182  3.439698  3.439238  3.439675   \n",
       "Yemen                       4.020546  4.020945  4.018785  4.017056  4.015950   \n",
       "Zambia                      3.512903  3.529947  3.552409  3.576608  3.608843   \n",
       "Zimbabwe                    3.118072  3.128192  3.140290  3.155710  3.174134   \n",
       "\n",
       "Year                            2017  \n",
       "Entity                                \n",
       "Afghanistan                 4.136347  \n",
       "Albania                     2.208414  \n",
       "Algeria                     3.661094  \n",
       "American Samoa              2.939668  \n",
       "Andean Latin America        2.610385  \n",
       "...                              ...  \n",
       "Western Sub-Saharan Africa  3.699654  \n",
       "World                       3.441087  \n",
       "Yemen                       4.012346  \n",
       "Zambia                      3.641811  \n",
       "Zimbabwe                    3.192789  \n",
       "\n",
       "[231 rows x 28 columns]"
      ]
     },
     "execution_count": 122,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.pivot(dp, index=\"Entity\", columns=\"Year\", values=\"precent\")\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017]"
      ]
     },
     "execution_count": 129,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x轴 = [int(x)for x in df.columns.values[-11:]]\n",
    "x轴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'Entity' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-131-9bbd2eded0e7>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mdf\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mEntity\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mdf\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'Entity' is not defined"
     ]
    }
   ],
   "source": [
    "df=print(list(df.loc[Entity]))\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'DataFrame' object has no attribute 'Entity'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-132-790abe7c8097>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0m患病率\u001b[0m\u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mzip\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mEntity\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m患病率\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      3\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m患病率\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\pandas\\core\\generic.py\u001b[0m in \u001b[0;36m__getattr__\u001b[1;34m(self, name)\u001b[0m\n\u001b[0;32m   5272\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_info_axis\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_can_hold_identifiers_and_holds_name\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5273\u001b[0m                 \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 5274\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   5275\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5276\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0m__setattr__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'DataFrame' object has no attribute 'Entity'"
     ]
    }
   ],
   "source": [
    "患病率= list(zip(list(df.Entity)))\n",
    "print(患病率)\n",
    "print(type(患病率))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (<ipython-input-78-b20db521a7b5>, line 12)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-78-b20db521a7b5>\"\u001b[1;36m, line \u001b[1;32m12\u001b[0m\n\u001b[1;33m    \"一次能源使用率\", list(zip(list(df.Entity))),list(df[\"{}\".format(i)])))), \"world\",is_map_symbol_show = False\u001b[0m\n\u001b[1;37m                                                                    ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "from pyecharts.faker import Faker\n",
    "from pyecharts import options as opts\n",
    "from pyecharts.charts import Bar, Tab, Pie, Line\n",
    "from pyecharts.components import Table\n",
    "\n",
    "def timeline_map_energy() -> Timeline:\n",
    "    tl = Timeline()\n",
    "    for i in range(2007,2017):\n",
    "        map0 = (\n",
    "            Map()\n",
    "            .add(\n",
    "                \"一次能源使用率\", list(zip(list(df.Entity))),list(df[\"{}\".format(i)])))), \"world\",is_map_symbol_show = False\n",
    "            )\n",
    "            .set_global_opts(\n",
    "                title_opts=opts.TitleOpts(title=\"\".format(i),subtitle=\"\",\n",
    "                                         subtitle_textstyle_opts=opts.TextStyleOpts(color=\"red\",font_size=16,font_style=\"italic\")),\n",
    "                visualmap_opts=opts.VisualMapOpts(min_=0, max_=10,series_index=0),\n",
    "            \n",
    "            )\n",
    "        )\n",
    "        tl.add(map0, \"{}\".format(i))\n",
    "    return tl\n",
    "\n",
    "\n",
    "tab = Tab()\n",
    "tab.add(timeline_map_energy(), \"一次能源强度水平\")\n",
    "tab.render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyecharts.charts import Map  # 注意这里与老版本pyecharts调用的区别\n",
    "from pyecharts import options as opts\n",
    "import random\n",
    "country = countrydata\n",
    "data_world = [(i, random.randint(100, 200)) for i in country]\n",
    "world = (\n",
    "            Map()\n",
    "            .add('', data_world, maptype=\"world\" ) # # 数据, world_china_provinces\n",
    "            .set_global_opts(\n",
    "                title_opts=opts.TitleOpts(title='世界地图'),\n",
    "                visualmap_opts=opts.VisualMapOpts(\n",
    "                    max_=5,\n",
    "                    min_=0,\n",
    "                    is_piecewise=True)  # 定义图例为分段型，默认为连续的图例\n",
    "            )\n",
    "            .set_series_opts(label_opts=opts.LabelOpts(is_show=False))\n",
    "            .render(path='世界地图.html')\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "[list(z) for z in zip(data_world, Faker.values())]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyecharts.charts import Geo\n",
    "# from example.commons import Faker 此行可能因为代码迭代失效，改下句可行\n",
    "from pyecharts.faker import Faker\n",
    "from pyecharts import options as opts\n",
    "from pyecharts.charts import Geo\n",
    "from pyecharts.globals import ChartType, SymbolType\n",
    "def geo_base() -> Geo:\n",
    "    c = (\n",
    "        Geo()\n",
    "        .add_schema(maptype=\"world\")\n",
    "        .add(\"geo\", [list(z) for z in zip(Faker.provinces, Faker.values())])\n",
    "        .set_series_opts(label_opts=opts.LabelOpts(is_show=False))\n",
    "        .set_global_opts(\n",
    "            visualmap_opts=opts.VisualMapOpts(),\n",
    "            title_opts=opts.TitleOpts(title=\"Geo-基本示例\"),\n",
    "        )\n",
    "    )\n",
    "    return c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyecharts.faker import Faker\n",
    "from pyecharts import options as opts\n",
    "from pyecharts.charts import Bar, Tab, Pie, Line\n",
    "from pyecharts.components import Table\n",
    "\n",
    "def timeline_map_energy() -> Timeline:\n",
    "    tl = Timeline()\n",
    "    for i in range(2007,2015):\n",
    "        map0 = (\n",
    "            Map()\n",
    "            .add(\n",
    "                \"一次能源使用率\", (list(zip(list(dfa.Country),list(dfa[\"{}\".format(i)])))), \"world\",is_map_symbol_show = False\n",
    "            )\n",
    "            .set_global_opts(\n",
    "                title_opts=opts.TitleOpts(title=\"\".format(i),subtitle=\"\",\n",
    "                                         subtitle_textstyle_opts=opts.TextStyleOpts(color=\"red\",font_size=16,font_style=\"italic\")),\n",
    "                visualmap_opts=opts.VisualMapOpts(min_=0, max_=35,series_index=0),\n",
    "            \n",
    "            )\n",
    "        )\n",
    "        tl.add(map0, \"{}\".format(i))\n",
    "    return tl\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "tab = Tab()\n",
    "tab.add(timeline_map_energy(), \"一次能源强度水平\")\n",
    "tab.add(timeline_map_co2(), \"二氧化碳排放量\")\n",
    "tab.add(timeline_map_forest(), \"森林覆盖率\")\n",
    "tab.render_notebook()"
   ]
  }
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